Purpose (mandatory) Service supplier selection is a Multi-criteria Decision Making (MCDM) problem assuming a strategic role for the competitiveness of high-tech manufacturing companies. Nevertheless, especially for service quality evaluation, there is little empirical evidence of the practical usefulness of MCDM methodologies. Aiming to cover this gap between theoretical approaches and empirical applications, the paper proposes a Fuzzy Extended Analytic Hierarchy Process (FEAHP) approach for service supplier evaluation. Design/methodology/approach (mandatory) An hybrid approach which combines some of the strengths of the Analytic Hierarchy Process (AHP) and of the Fuzzy Set Theory is presented, as organized in five steps. A case study is used to evaluate the applicability in a real company context. Findings (mandatory) The usability of the approach is demonstrated in an aerospace company for solving the supplier selection problem of a business software whose applications are still in infancy: a Test Data Management System (TDMS). The illustrative application contains both “general” criteria to be used for other service supplier selection contexts as well as service specific criteria related to sw selection. Research limitations/implications (if applicable) Even if the application regards the selection of a software supplier, the methodology can be generically extended to other services’ selection in complex manufacturing industries through the personalization of some criteria. Practical implications (if applicable) Implications can be derived both for business managers involved into the decision making process and for suppliers identifying the most promising features of software quality. Originality/value (mandatory) - The originality consists on the combination into an hybrid approach of the strength’s points of the AHP with Fuzzy set; the inclusion of multiple perspectives of decision criteria for service supplier selection, basically the "software product" and "supplier" ones; a real empirical application to test and demonstrate the efficacy and the practical utility of the proposed approach.
Supporting decision-making in service supplier selection using a hybrid fuzzy extended AHP approach
SECUNDO, Giustina;
2017-01-01
Abstract
Purpose (mandatory) Service supplier selection is a Multi-criteria Decision Making (MCDM) problem assuming a strategic role for the competitiveness of high-tech manufacturing companies. Nevertheless, especially for service quality evaluation, there is little empirical evidence of the practical usefulness of MCDM methodologies. Aiming to cover this gap between theoretical approaches and empirical applications, the paper proposes a Fuzzy Extended Analytic Hierarchy Process (FEAHP) approach for service supplier evaluation. Design/methodology/approach (mandatory) An hybrid approach which combines some of the strengths of the Analytic Hierarchy Process (AHP) and of the Fuzzy Set Theory is presented, as organized in five steps. A case study is used to evaluate the applicability in a real company context. Findings (mandatory) The usability of the approach is demonstrated in an aerospace company for solving the supplier selection problem of a business software whose applications are still in infancy: a Test Data Management System (TDMS). The illustrative application contains both “general” criteria to be used for other service supplier selection contexts as well as service specific criteria related to sw selection. Research limitations/implications (if applicable) Even if the application regards the selection of a software supplier, the methodology can be generically extended to other services’ selection in complex manufacturing industries through the personalization of some criteria. Practical implications (if applicable) Implications can be derived both for business managers involved into the decision making process and for suppliers identifying the most promising features of software quality. Originality/value (mandatory) - The originality consists on the combination into an hybrid approach of the strength’s points of the AHP with Fuzzy set; the inclusion of multiple perspectives of decision criteria for service supplier selection, basically the "software product" and "supplier" ones; a real empirical application to test and demonstrate the efficacy and the practical utility of the proposed approach.I documenti in IRIS sono protetti da copyright e tutti i diritti sono riservati, salvo diversa indicazione.
